考虑消费者选择行为的增值服务产品线定价优化

IF 1 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Journal of the Chinese Institute of Engineers Pub Date : 2023-11-07 DOI:10.1080/02533839.2023.2274085
Wei Qi, Junlin Pei, Xuwang Liu
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引用次数: 0

摘要

摘要全球经济正在从产品经济向服务经济过渡,以增值服务优化产品线是企业面临的重要问题之一。因此,本文研究了考虑消费者选择行为的增值服务产品线的定价优化问题。首先,运用多项logit (multinomial logit)模型模拟消费者的选择行为,建立了考虑增值服务的基于多项logit的产品线定价优化模型。在此基础上,针对单一产品带服务、同质产品带服务和异质产品带服务三种不同的场景,分别求解了产品和服务的最优定价策略。最后,通过数值实验,分析了在产品质量、服务水平、消费者敏感度和产品数量等影响因素的影响下,增值服务产品线的最优定价、市场份额和利润在三种不同场景下的变化趋势。本文还得出了企业发展增值服务产品线的管理启示。联合主编:郭成谦副主编:王文君Product line - value-added service消费者选择行为多项式logit模型术语bi=产品质量ic=具有增值服务的产品的总成本ci=产品的固定成本ii=每个产品的指数j=每个消费者的指数m=潜在消费者的数量sn=产品的数量p=价格向量pi=产品的价格iq=选择概率向量qi=消费者选择产品的概率iq0=消费者选择其他产品的概率tr =期望收入esi=产品的服务水平iuij =实用程序获得的消费者从购买产品ivij j =确定性效用得到消费者从购买的产品我αij j =敏感性程度的消费者产品质量我βij =产品的价格敏感程度的消费者jγij =敏感性程度的消费者服务水平的产品我εij =随机效用得到消费者从购买的产品我π= profitAcknowledgmentsThis工作是由中国国家自然科学基金的支持[授权号72001071];国家社科基金项目[批准号22FGLB083];河南省哲学社会科学规划项目[批准号2022BJJ031];教育部人文社会科学研究计划项目[批准号21YJA630061];河南省高校科技创新人才计划(人文社会科学)[批准号2021-CX-004];河南省高等学校哲学社会科学创新人才计划[批准号2024-CXRC-02]。披露声明作者未报告潜在的利益冲突。本研究得到国家自然科学基金资助[72001071];教育部人文社会科学研究计划[21YJA630061];河南省哲学社会科学规划项目[2022BJJ031];河南省高等学校哲学社会科学创新人才项目[2024-CXRC-02];河南省高校科技创新人才计划(人文社会科学)[2021-CX-004]。
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Pricing optimization of product line with value-added services considering consumer choice behavior
ABSTRACTThe global economy is transitioning from product economy to service economy, and the optimization of product line with value-added services is one of the important issues faced by enterprises. Therefore, this paper studies the pricing optimization of product line with value-added services considering consumer choice behavior. First, we apply the multinomial logit (MNL) model to simulate consumer choice behavior, and establish a MNL-based product line pricing optimization model considering value-added services. Then, the optimal pricing strategies for products and services are solved for three different scenarios: single product with service, homogeneous products with services, and heterogeneous products with services. Finally, through numerical experiments, we analyze the changing trends of the optimal pricing, market share and profit of products line with value-added services with some impact factors, such as product quality, service level, consumer sensitivity, and number of products under three different scenarios. We also obtain some managerial implications when an enterprise develops product line with value-added service.CO EDITOR-IN-CHIEF: Kuo, Cheng-ChienASSOCIATE EDITOR: Wang, Wen-JuneKEYWORDS: Product linevalue-added serviceconsumer choice behaviormultinomial logit model Nomenclature bi=quality of product ic=total cost of products with value-added servicesci=fix cost of product ii=index of each productj=index of each consumerm=number of potential consumersn=number of productsp=price vectorpi=price of product iq=choice probability vectorqi=probability of a consumer choosing product iq0=probability of a consumer choosing outside productR=expected revenuesi=service level of product iuij=utility obtained by consumer j from purchasing product ivij=deterministic utility obtained by consumer j from purchasing product iαij=sensitivity degree of consumer j to the quality of product iβij=sensitivity degree of consumer j to the price of product iγij=sensitivity degree of consumer j to the service level of product iεij=random utility obtained by consumer j from purchasing product iπ=profitAcknowledgmentsThis work was supported by the National Natural Science Foundation of China [grant number 72001071]; National Social Science Foundation of China [grant number 22FGLB083]; Philosophy and Social Sciences Planning Project of Henan Province in China [grant number 2022BJJ031]; the Humanities and Social Sciences Research Program of the Ministry of Education of China [grant number 21YJA630061]; Program for Science &Technology Innovation Talents in Universities of Henan Province (Humanities and Social Sciences) [grant number 2021-CX-004]; Program of Higher Education Philosophy and Social Sciences Innovative Talents of Henan Province [grant number 2024-CXRC-02].Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThe work was supported by the National Natural Science Foundation of China [72001071]; Humanities and Social Sciences Research Program of the Ministry of Education of China [21YJA630061]; Philosophy and Social Sciences Planning Project of Henan Province in China [2022BJJ031]; Program of Higher Education Philosophy and Social Sciences Innovative Talents of Henan Province [2024-CXRC-02]; Program for Science &Technology Innovation Talents in Universities of Henan Province (Humanities and Social Sciences) [2021-CX-004].
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来源期刊
Journal of the Chinese Institute of Engineers
Journal of the Chinese Institute of Engineers 工程技术-工程:综合
CiteScore
2.30
自引率
9.10%
发文量
57
审稿时长
6.8 months
期刊介绍: Encompassing a wide range of engineering disciplines and industrial applications, JCIE includes the following topics: 1.Chemical engineering 2.Civil engineering 3.Computer engineering 4.Electrical engineering 5.Electronics 6.Mechanical engineering and fields related to the above.
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